Agent-Config | Corey Daley

Before the First Commit: What Multi-Agent Sprint Planning Actually Catches

A multi-agent sprint planning workflow ran against a simple Go REST API project and caught three critical security findings before a line of code was written — a logical contradiction in the auth design, a data model bug that would have broken token rotation, and a SQLite gotcha that silently disables foreign key enforcement under connection pooling. Here's what the full planning session produced, and why the review phases are where the value lives.

AI , Automation , Best Practices

agent-config , ai , go , multi-agent , security-review , sprint-planning , sqlite , workflow

From Config Hub to Competing Voices: How agent-config Became My AI Collaboration Stack

The agent-config repository started as a multi-agent configuration hub for Claude, Codex, Copilot, and Gemini. It's now a Claude-specific personal workflow system — but Codex didn't disappear. It got repurposed as a competitive collaborator whose job is to challenge, critique, and improve every output Claude produces. Here's what that evolution looks like in practice.

AI , Automation , Tools

agent-config , ai , automation , claude-code , codex , competitive-drafts , multi-agent , workflow

When Your First Version Fails: Iterating on agent-config with AI

The first version of agent-config tried to impose uniform rules on Claude, Codex, Copilot, and Gemini — and it broke. The fix wasn't better engineering up front. It was accepting failure fast, letting AI handle per-agent format conversion, and shipping a v2 that actually works. Here's what the failure taught about human instinct, AI-assisted iteration, and why failing cheaper is a skill worth building.

AI , Automation , Tools

agent-config , ai , automation , claude-code , developer-tools , iteration , open-source , workflow

Tag: Agent-Config

Before the First Commit: What Multi-Agent Sprint Planning Actually Catches

From Config Hub to Competing Voices: How agent-config Became My AI Collaboration Stack

When Your First Version Fails: Iterating on agent-config with AI